Dataset components

The dataset operators prepare the data for training an AutoML model in Vertex AI. For more details about specific data type dataset information, see Train and use your own models. For information about AutoML training in Vertex AI, see the AutoML training documentation. For information about Google Cloud Pipeline Components related to AutoML models and workflows, see Vertex AI AutoML components.

The Google Cloud Pipeline Components SDK includes the following operators related to AutoML dataset resource management:

API reference

Tutorials

Version history and release notes

To learn more about the version history and changes to the Google Cloud Pipeline Components SDK, see the Google Cloud Pipeline Components SDK Release Notes.

Technical support contacts

If you have any questions, reach out to kubeflow-pipelines-components@google.com.